Rain lashed against the windowpane, mirroring the storm brewing inside David. His father, a staunch Catholic, had informed the family of his intention to become a Wiccan. David sat on the worn couch, his hands clasped in his lap, a knot forming in his stomach. He hadn't touched the book he was supposed to read. He hadn’t even opened it.

The living room felt too bright. He reached for the remote, finding himself unable to focus on the shows. The colors seemed too vibrant, the sounds too sharp. He wandered into the hallway, then back again. His mother was humming in the kitchen, a cheerful sound that grated on his nerves. He felt a profound sense of inertia, a weight that anchored him to the spot.

Emotion: listless

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.03 Negative
PC2 (Disposition): -1.07

Role in Research

This story is one of 1,000 stories generated for the emotion listless. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 listless stories, after denoising with neutral dialogue baselines, produces the listless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the listless vector is projected through the unembedding matrix.

Promoted:
0.325
давно0.280
unremarkable0.270
lately0.266
either0.266
Suppressed:
B-0.460
P-0.331
l-0.312
C-0.292
👏-0.273